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Jakob Runge
Jakob Runge

375 followers

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Causality in Data Science

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Causality in Data Science

Nonlinear Causal Effect Estimation with Python

A Gentle Guide to Causal Inference with Machine Learning Pt. 11

Mar 12
1
Nonlinear Causal Effect Estimation with Python
Nonlinear Causal Effect Estimation with Python
Mar 12
1
Causality in Data Science

Published in

Causality in Data Science

Validation in Causal Feature Learning

Causal Feature Learning Pt. 3

Jan 16
Validation in Causal Feature Learning
Validation in Causal Feature Learning
Jan 16
Causality in Data Science

Published in

Causality in Data Science

Hands-on Causal Discovery with Python

A Gentle Guide to Causal Inference with Machine Learning Pt. 9

Mar 4, 2024
5
Hands-on Causal Discovery with Python
Hands-on Causal Discovery with Python
Mar 4, 2024
5
Causality in Data Science

Published in

Causality in Data Science

Structural Causal Models — A Quick Introduction

A Gentle Guide to Causal Inference with Machine Learning Pt. 7

Aug 29, 2023
1
Structural Causal Models — A Quick Introduction
Structural Causal Models — A Quick Introduction
Aug 29, 2023
1
Causality in Data Science

Published in

Causality in Data Science

Introducing Conditional Independence and Causal Discovery

A Gentle Guide to Causal Inference with Machine Learning Pt. 6

Jun 13, 2023
2
Introducing Conditional Independence and Causal Discovery
Introducing Conditional Independence and Causal Discovery
Jun 13, 2023
2
Causality in Data Science

Published in

Causality in Data Science

What are Causal Graphs?

A Gentle Guide to Causal Inference with Machine Learning Pt. 3

Mar 14, 2023
What are Causal Graphs?
What are Causal Graphs?
Mar 14, 2023
Causality in Data Science

Published in

Causality in Data Science

Why Machine Learning Needs Causality

A Gentle Guide to Causal Inference with Machine Learning Pt. 1

Feb 13, 2023
3
Why Machine Learning Needs Causality
Why Machine Learning Needs Causality
Feb 13, 2023
3
Jakob Runge

Jakob Runge

375 followers

Jakob Runge heads the Causal Inference group at German Aerospace Center’s Institute of Data Science in Jena and is a guest professor at TU Berlin.

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